A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
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Updated
May 28, 2026
A curated list of autonomous improvement loops, research agents, and autoresearch-style systems inspired by Karpathy's autoresearch.
The Karpathy treatment for OpenClaw - stripped to ε. 515 lines of Python, 6 files, one dependency.
Personalized Multimodal AI Agent via Google ADK & Gemini. Featuring Realtime Soniox STT, Long-term Memory (mem0), and LLM-generated Wiki Knowledge Base (inspired by Karpathy)
Hermes port of Karpathy-inspired LLM coding guidelines — SKILL.md + examples.
Let LLMs compile scattered knowledge into an ever-growing encyclopedia — just like a human expert would. Modified version of Andrej Kaparthy's LLM-Wiki knowledge base
Fully local LLM Wiki : Karpathy's knowledge base pattern with Gemma 4, Unsloth Dynamic, and TurboQuant KV cache. Zero dependencies. Runs on a MacBook.
Everyone is building AI second-brains. Some are self-hostable, some are cloud-based. But, which one is actually worth your time & costs?
Agent-native knowledge OS built on Markdown. A shared vault for AI agents and humans, backed by a typed knowledge graph, full-text search, and an LLM-powered compiler, all accessible through MCP. Drop files in, let agents read, write, search, link, and compile knowledge. No database required.
llm-wiki designed for developers and builders focused on projects building phases. Helps both the agent and builder to stay on track.
AI memory-compiler for Claude Code, Codex, OpenCode, and Cursor — auto-captures conversations, extracts knowledge, builds a searchable Obsidian-compatible wiki inspired by Karpathy's LLM Knowledge Base
A Claude skill that pressure-tests decisions through independent AI advisors with peer review. Based on Karpathy's LLM Council.
A local-first personal knowledge base built on Obsidian, with AI-assisted document ingestion, classification, summarisation, and synthesis.
A minimal ready-to-fork template for Andrej Karpathy’s LLM Wiki that lets you instantly bootstrap a persistent, LLM-maintained Markdown knowledge base — turning raw notes and documents into a compounding, structured personal wiki.
Bio-Autoresearch: Karpathy-Style Autoresearch for Rare Disease Drug Discovery
Track public autoresearch use cases across industries with a curated list of repos, write-ups, and discussions
Decision-awareness system for detecting contradictions in complex data environments.
Personal knowledge wiki maintained by your AI tool via MCP
A local knowledge base to manage your professional profile, generate tailored CVs for specific job descriptions, and identify skill gaps for professional development. Inspired by Karpathy’s LLM Wiki Gist.
A Karpathy-style LLM Wiki on AI literacy, built by an educator.
dpf-obsidian-wiki Obsidian vault integration skill for opencode. Connects to your Obsidian vault using the Obsidian CLI.
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